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Voice Confidence Explained: What 0-100% Actually Means

The score tracks how much transcript material Sparky has learned from - not how good your writing is. How it rises and what edits add.

Voice Confidence Explained: What 0-100% Actually Means

Voice Confidence is the 0-100% score under Settings, then Your Voice. It answers one question: how much transcript material has Sparky learned your style from - not how good your writing is.

What feeds the score

Every project transcript updates your structured voice profile: tone, sentence style, vocabulary, hooks, banned words, paragraph rhythm, and structural patterns. The confidence score rises as more distinct transcripts are counted - not when you re-process the same file.

The curve is intentionally front-loaded. Your first episode might move you from 0% to ~39%. The second jumps again. By five or six episodes you are near the cap (~95%). Early projects teach Sparky fast; later ones refine what is already there.

What the score does not mean

  • It is not a quality grade on your LinkedIn posts
  • It does not drop when you delete a project
  • It does not come from LinkedIn scraping - transcripts only

Edits teach Sparky too

When you edit a draft in the sprout tree before approving, SparkVox can extract style corrections from the diff and append them to your profile. Voice Confidence tracks transcript volume; edits track nuance.

Source and Lens vs voice profile

Voice profile is how you speak. Source and Lens (from onboarding) is who you are and what you are trying to accomplish. Both shape every post - confidence only measures the first half.

How voice learning works includes the full C(n) table. See voice profile on Features.

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